sktime-dl VS tsai

Compare sktime-dl vs tsai and see what are their differences.

sktime-dl

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow (by sktime)
Deep Learning time-series Machine Learning scikit-learn panel-data longitudinal-data neural-networks time-series-classification time-series-regression time-series-forecasting
Source Code
Suggest alternative
Edit details

tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai (by timeseriesAI)
time-series-classification Deep Learning Fastai Pytorch Timeseries time-series sequential time-series-analysis Transformer Cnn Rnn state-of-the-art self-supervised Classification Regression Forecasting inceptiontime Rocket Machine Learning Python
Source Code
timeseriesai.github.io
Suggest alternative
Edit details
InfluxDB
Our great sponsors
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • WorkOS - The modern identity platform for B2B SaaS
  • SaaSHub - Software Alternatives and Reviews
Our great sponsors
sktime-dl tsai
1 4
599 4,690
0.0% 5.4%
5.3 7.4
3 months ago 6 days ago
Python Jupyter Notebook
BSD 3-clause "New" or "Revised" License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

sktime-dl

Posts with mentions or reviews of sktime-dl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-24.

tsai

Posts with mentions or reviews of tsai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-22.

What are some alternatives?

When comparing sktime-dl and tsai you can also consider the following projects:

InceptionTime - InceptionTime: Finding AlexNet for Time Series Classification

darts - A python library for user-friendly forecasting and anomaly detection on time series.

tslearn - The machine learning toolkit for time series analysis in Python

statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.

flow-forecast - Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

sktime - A unified framework for machine learning with time series

neuralforecast - Scalable and user friendly neural :brain: forecasting algorithms.

NeuralCDE - Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

nixtla - Python SDK for TimeGPT, a foundational time series model

hydra - HYDRA: Competing convolutional kernels for fast and accurate time series classification

mlforecast - Scalable machine 🤖 learning for time series forecasting.

sktime-dl vs InceptionTime tsai vs darts sktime-dl vs tslearn tsai vs statsforecast sktime-dl vs darts tsai vs flow-forecast sktime-dl vs sktime tsai vs neuralforecast sktime-dl vs NeuralCDE tsai vs nixtla sktime-dl vs hydra tsai vs mlforecast